nvidia dgx-1 artificial intelligence system · 2019. 1. 6. · deep learning libraries nvidia cudnn...
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DGX-1 | DATA SHEET | OcT16
The World’s First AI Supercomputer in a Box
SYSTEM SPECIFICATIONSGPUs 8x Tesla P100
TFLOPS (GPU FP16 / CPU FP32)
170/3
GPU Memory 16 GB per GPU
CPU Dual 20-core Intel® Xeon® E5-2698 v4 2.2 GHz
NVIDIA CUDA® Cores 28672
System Memory 512 GB 2133 MHz DDR4
Storage 4x 1.92 TB SSD RAID 0
Network Dual 10 GbE, 4 IB EDR
Software Ubuntu Server Linux OSDGX-1 Recommended GPU Driver
System Weight 134 lbs
System Dimensions 866 D x 444 W x 131 H (mm)
Packing Dimensions 1180 D x 730 W x 284 H (mm)
Maximum Power Requirements
3200W
Operating Temperature Range
10 - 30°C
NVIDIA DGX-1ARTIFIcIAL INTELLIGENcE SYSTEM
Get faster training, larger models, and more accurate results from deep learning with the NVIDIA® DGX-1™. This is the world’s first purpose-built system for deep learning and AI-accelerated analytics, with performance equal to 250 conventional servers. It comes fully integrated with hardware, deep learning software, development tools, and accelerated analytics applications. Immediately shorten data processing time, visualize more data, accelerate deep learning frameworks, and design more sophisticated neural networks.
Iterate and Innovate Faster High-performance training accelerates your productivity giving you faster insight and time to market.
0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170
NVIDIA DGX-1 Delivers 56X More Performance
CPU is dual socket Intel Xeon E5-2697 v3. 170 TF is half precision or FP16.
NVIDIA DGX-1
Performance in teraFLOPS
CPU
170 TFLOPS
3 TFLOPS
NVIDIA DGX-1 Delivers 75X Faster Training
Note: Caffe benchmark with AlexNet, training 1.28M images with 90 epochs | CPU server uses 2x Xeon E5-2697 v3 CPUs.
0 10X 20X 30X 40X 60X 80X50X 70X
NVIDIA DGX-1
Relative Performance (Based on Time to Train)
CPU
2 Hours
150 Hours(6.25 Days)
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For more information on NVIDIA DGX-1, visit www.nvidia.com/dgx1© 2016 NVIDIA Corporation. All rights reserved. NVIDIA, the NVIDIA logo, and Iray are trademarks and/or registered trademarks of NVIDIA Corporation. All company and product names are trademarks or registered trademarks of the respective owners with which they are associated. Features, pricing, availability, and specifications are all subject to change without notice. OCT16
computing for Infinite Opportunities The NVIDIA DGX-1 is the first system built with NVIDIA Pascal™-powered Tesla® P100 accelerators. The NVIDIA NVLink™ implementation delivers a massive increase in GPU memory capacity, giving you a system that can learn, see, and simulate our world.
Analyze. Visualize. AI-Accelerate The NVIDIA DGX-1 software stack includes major deep learning frameworks, the NVIDIA DIGITS™ GPU training system, the NVIDIA Deep Learning SDK (e.g. CuDNN, NCCL), NVIDIA Docker, GPU drivers, and NVIDIA CUDA® for rapidly designing deep neural networks (DNN). It’s the ideal stack for accelerating popular analytics and visualization software.
This powerful system includes access to cloud management services for container creation and deployment, system updates, and an application repository. This software, running on Pascal-powered Tesla GPUs, lets applications run 12X faster than previous GPU-accelerated solutions.
Turn Data into KnowledgeThe innovative NVIDIA DGX-1 system lets you uncover patterns in large data sets to reveal new knowledge and insights in hours or minutes.
Stay Ahead of the competition NVIDIA DGX-1 is engineered with groundbreaking technologies that deliver the fastest solutions for your deep learning training and AI-accelerated analytics workloads.
Maximize Your Investment Hardware and software support gives you access to NVIDIA deep learning expertise and includes cloud management services, software upgrades and updates, and priority resolution of your critical issues.
GPU DRIVER
NVIDIA GPU Compute Driver Software
SYSTEM
GPU-Optimized Linux Server OS
DEEP LEARNING LIBRARIES
NVIDIA cuDNN and NCCL
DEEP LEARNING USER SOFTWARE
NVIDIA® DIGITS™
ACCELERATED SOLUTIONS
CONTAINERIZATION TOOL
NVDocker
MANAGEMENT
NVIDIA Cloud Management Service
DEEP LEARNING FRAMEWORKS
NVIDIA DGX-1 Software Stack
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